Weakly Supervised Learning

Iterative learning to make the most of unlabeled and quickly obtained labeled data in histology MIDL 2019 Iterative Search for Weakly Supervised Semantic Parsing NAACL 2019 Joint Learning of Saliency Detection and Weakly Supervised Semantic Segmentation ICCV 2019 Joint Learning of Semantic Alignment and Object Landmark Detection ICCV 2019 Joint Representation and Estimator Learning for Facial Action Unit Intensity Estimation CVPR 2019 Label-PEnet: Sequential Label Propagation and Enhancement Networks for Weakly Supervised Instance Segmentation ICCV 2019 Large-Scale Weakly-Supervised Pre-Training for Video Action Recognition CVPR 2019 Latent Retrieval for Weakly Supervised Open Domain Question Answering ACL 2019 L_DMI: A Novel Information-theoretic Loss Function for Training Deep Nets Robust to Label Noise NeurIPS 2019 Learning a Deep ConvNet for Multi-Label Classification With Partial Labels CVPR 2019 Learning a Matching Model with Co-teaching for Multi-turn Response Selection in Retrieval-based Dialogue Systems ACL 2019 Learning Attribute-Specific Representations for Visual Tracking AAAI 2019 Learning Dependency Structures for Weak Supervision Models ICML 2019 Learning Description Logic Concepts: When can Positive and Negative Examples be Separated? IJCAI 2019 Learning Emphasis Selection for Written Text in Visual Media from Crowd-Sourced Label Distributions ACL 2019 Learning for Tail Label Data: A Label-Specific Feature Approach IJCAI 2019 Learning from Label Proportions with Generative Adversarial Networks NeurIPS 2019 Learning From Noisy Labels by Regularized Estimation of Annotator Confusion CVPR 2019 Learning from Positive and Unlabeled Data with a Selection Bias ICLR 2019 Learning from sparsely annotated data for semantic segmentation in histopathology images MIDL 2019 Learning Instance Activation Maps for Weakly Supervised Instance Segmentation CVPR 2019 Learning Multilingual Word Embeddings Using Image-Text Data NAACL 2019 Learning Reward Functions by Integrating Human Demonstrations and Preferences RSS 2019 Learning Segmentation Masks with the Independence Prior AAAI 2019 Learning Semantic Parsers from Denotations with Latent Structured Alignments and Abstract Programs EMNLP 2019